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Record W7067264762

‘Judicial treatment of ouster clauses: time for a new approach?’

2024· other· en· W7067264762 on OpenAlexaboutno aff

Bibliographic record

VenueDurham e-Theses (Durham University) · 2024
Typeother
Languageen
FieldSocial Sciences
TopicDiscrimination and Equality Law
Canadian institutionsnot available
FundersHome OfficeUniversity of Cambridge
KeywordsJudicial reviewCore (optical fiber)ParliamentElement (criminal law)Current (fluid)Judicial opinion
DOInot available

Abstract

fetched live from OpenAlex

This thesis aims to assess whether the current judicial approach to ouster clauses in the United Kingdom is fit for purpose, and if not, what aspects should form part of a future approach. After finding the current Anisminic derived approach to be deficient, the rest of the thesis is dedicated to exploring the case for a new approach aided by comparative study of judicial review in Australia, Canada and the United States of America. The approach to ouster clauses proposed by this thesis is multifaceted, reflecting the fact that ouster clauses do not seek to exclude a single type of decision or decisionmakers from judicial review. It is concluded that the extent to which an ouster clause is effective should depend on contextual rule of law based considerations, and on the core notion that Parliament is conceptually limited from fully ousting judicial review.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.322
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0050.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.073
GPT teacher head0.317
Teacher spread0.243 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

Explore more

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